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Insights · ROI Analysis

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  1. The cost of high-performance AI models, such as Opus 4.6 Fast, is justified by the substantial increase in output volume and quality. A single developer can achieve the output of a small team in a fraction of the time.

    Impact: Organizations can justify higher AI spending by focusing on high-impact tasks where the velocity and quality gains provide a clear return on investment.

    — from Optimizing AI Coding Stacks: Opus vs Codex · How I AI· Feb 11, 2026